Model-Targeted Poisoning Attacks with Provable Convergence

Fnu Suya, Saeed Mahloujifar, Anshuman Suri, David Evans, Yuan Tian
July 2021
Cite Code Dataset Video Source Document
Image credit: Unsplash

Abstract

…

Type
Conference paper
Publication
In Thirty-eighth International Conference on Machine Learning (ICML)
Click the Cite button above to demo the feature to enable visitors to import publication metadata into their reference management software.
Create your slides in Markdown - click the Slides button to check out the example.

Add the publication’s full text or supplementary notes here. You can use rich formatting such as including code, math, and images.

Fnu Suya
Fnu Suya
PhD grad in 2022, now AP at University of Tennessee, Knoxville

I am a tenure-track Assistant Professor in the Min H. Kao Department of Electrical Engineering and Computer Science at the University of Tennessee, Knoxville. From Oct 2023 to July 2024, I was a MC2 Postdoctoral Fellow at the Maryland Cybersecurity Center (MC2) at the University of Maryland, College Park. I received my Ph.D. degree in Computer Science from the University of Virginia, advised by Prof. David Evans and Prof. Yuan Tian at UCLA. I am interested in machine learning for security and the trustworthy aspects of machine learning, especially in malicious training environments.

Yuan Tian
Yuan Tian
Associate Professor

My research interests involve security and privacy and their interactions with computer systems, machine learning, and human-computer interaction.